EMANUELE IACOBELLI

PhD Student

PhD program:: XXXIX
email:





Research products

11573/1757951 - 2026 - Lightweight Anomaly Detection for IoT: Evaluating Machine Learning and Deep Learning Models on CICIDS2017
Iacobelli, E.; Ponzi, V.; Puglisi, A.; Kuznetsov, O.; Nieszporek, K.; Randieri, C.; Napoli, C. - 04b Atto di convegno in volume
conference: 24th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2025 (pol)
book: Lecture Notes in Computer Science - (9783032037107; 9783032037114)

11573/1757952 - 2025 - Predicting SolarWind Density from Sun Images by Means of a GNN-LSTM Based Encoder-Decoder Deep Network
Iacobelli, E.; Grycuk, R.; De Magistris, G.; Scherer, R.; Napoli, C. - 04b Atto di convegno in volume
conference: 28th European Conference on Artificial Intelligence, ECAI 2025, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 (ita)
book: Frontiers in Artificial Intelligence and Applications - (9781643686318)

11573/1743703 - 2025 - Robust Scale Estimation System for Monocular Mobile Robots Using Beacon-Based Structure from Motion
Iacobelli, E.; Ospizio, L.; Tassone, F. R.; Starczewski, J.; Napoli, C. - 04b Atto di convegno in volume
conference: 23rd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2024 (Zakopane; pol)
book: Artificial Intelligence and Soft Computing - (9783031843556; 9783031843563)

11573/1730662 - 2024 - A Fast and Accessible Neural Network Based Eye-Tracking System for Real-Time Psychometric and HCI Applications
Iacobelli, E.; Pelella, D.; Ponzi, V.; Russo, S.; Napoli, C. - 04b Atto di convegno in volume
conference: 10th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2024 (Rome; Italy)
book: SYSTEM 2024. Proceedings of the 10th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics - ()

11573/1730666 - 2024 - Understanding Parental Characteristics of Child Adoption Candidates using MMPI-2 and Evolutionary Clustering
Iacobelli, E.; Randieri, C.; Roma, P.; Russo, S. - 04b Atto di convegno in volume
conference: 9th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2024 (ita)
book: CEUR Workshop Proceedings - ()

11573/1710732 - 2023 - Solar Wind Density Forecasting with U-Net and LSTM-based Neural Networks
Iacobelli, E.; Fiani, F.; Napoli, C. - 04b Atto di convegno in volume
conference: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (Naples; Italy)
book: Proceedings of the 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering. (ICYRIME 2023), Naples, July 28-31, 2023. - ()

11573/1698263 - 2023 - Eye-Tracking System with Low-End Hardware: Development and Evaluation
Iacobelli, E.; Ponzi, V.; Russo, S.; Napoli, C. - 01a Articolo in rivista
paper: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: WOS:001131325000001 (6) - scopus: 2-s2.0-85180554761 (31)

11573/1712983 - 2023 - A Machine Learning based Real-Time Application for Engagement Detection
Iacobelli, E.; Russo, S.; Napoli, C. - 04b Atto di convegno in volume
conference: 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2023 (Roma; Italia)
book: SYSTEM 2023 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023 - ()

11573/1683651 - 2022 - An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics
De Magistris, G.; Iacobelli, E.; Brociek, R.; Napoli, C. - 04b Atto di convegno in volume
conference: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (Catania; Italy)
book: ICYRIME 2022 Yearly Reports on Informatics, Mathematics, and Engineering Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering Catania, Italy, August 26-29, 2022 - ()

11573/1683653 - 2022 - A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction
Ponzi, V.; Iacobelli, E.; Napoli, C.; Starczewski, J. - 04b Atto di convegno in volume
conference: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (Catania; Italy)
book: ICYRIME 2022 Yearly Reports on Informatics, Mathematics, and Engineering Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering Catania, Italy, August 26-29, 2022 - ()



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